Search results
- 1.0507120 - ÚTIA 2020 RIV US eng C - Conference Paper (international conference)
Pevný, T. - Somol, Petr
Discriminative models for multi-instance problems with tree-structure.
Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security (AISec'16). New York: ACM, 2016, s. 83-91. ISBN 978-1-4503-4573-6.
[the 2016 ACM Workshop on Artificial Intelligence and Security (AISec'16). Vienna (AT), 28.10.2016-28.10.2016]
Institutional support: RVO:67985556
Keywords : big data * learning indicators of compromise * malware detection * neural network * user modeling
OECD category: Automation and control systems
Result website:
http://library.utia.cas.cz/separaty/2019/RO/somol-0507120.pdf
DOI: https://doi.org/10.1145/2996758.2996761
Permanent Link: http://hdl.handle.net/11104/0298524 - 2.0507118 - ÚTIA 2020 RIV US eng C - Conference Paper (international conference)
Flusser, M. - Pevný, T. - Somol, Petr
Density-Approximating Neural Network Models for Anomaly Detection.
ACM SIGKDD 2018 Workshop. New York: ACM, 2018, s. 1-8. ISBN 978-1-4503-5552-0.
[ACM SIGKDD 2018 Workshop. London (GB), 20.08.2018]
Institutional support: RVO:67985556
Keywords : neural network * anomaly detection
OECD category: Robotics and automatic control
Result website:
http://library.utia.cas.cz/separaty/2019/RO/somol-0507118.pdf
Permanent Link: http://hdl.handle.net/11104/0298560 - 3.0507114 - ÚTIA 2020 RIV US eng C - Conference Paper (international conference)
Komárek, T. - Somol, Petr
End-node Fingerprinting for Malware Detection on HTTPS Data.
Proceedings of the 12th International Conference on Availability, Reliability and Security (ARES'17). New York: ACM, 2017, s. 1-7, č. článku 77. ISBN 978-1-4503-5257-4.
[the 12th International Conference on Availability, Reliability and Security (ARES'17). Reggio Calabria (IT), 29.08.2017-01.09.2017]
Institutional support: RVO:67985556
Keywords : HTTPS data * Malware detection * Supervised learning
OECD category: Robotics and automatic control
Result website:
http://library.utia.cas.cz/separaty/2019/RO/somol-0507114.pdf
DOI: https://doi.org/10.1145/3098954.3107007
Permanent Link: http://hdl.handle.net/11104/0298533 - 4.0507111 - ÚTIA 2020 RIV DE eng C - Conference Paper (international conference)
Komárek, T. - Somol, Petr
Multiple Instance Learning with Bag-Level Randomized Trees.
Machine Learning and Knowledge Discovery in Databases. Cham: Springer International Publishing, 2019 - (Berlingerio, M.; Bonchi, F.; Gärtner, T.; Hurley, N.; Ifrim, G.), s. 259-272. Lecture Notes in Computer Science, 11051. ISBN 978-3-030-10925-7.
[Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD). Dublin (IE), 10.09.2018-14.09.2018]
Institutional support: RVO:67985556
Keywords : Multiple instance learning * randomized trees * classification
OECD category: Robotics and automatic control
Result website:
http://library.utia.cas.cz/separaty/2019/RO/somol-0507111.pdf
DOI: https://doi.org/10.1007/978-3-030-10925-7_16
Permanent Link: http://hdl.handle.net/11104/0298754Research data: data1 - 5.0463379 - ÚTIA 2017 RIV US eng C - Conference Paper (international conference)
Somol, Petr - Pevný, T.
Discriminative Models for Multi-instance Problems with Tree Structure.
Proceedings of the 9th ACM Workshop on Artificial Intelligence and Security 2016. New York: ACM, 2016. ISBN 978-1-4503-4573-6.
[9th ACM Workshop on Artificial Intelligence and Security. Vienna (AT), 28.10.2016]
Institutional support: RVO:67985556
Keywords : Neural netwrok * User modeling * Malware detection * Big data * Learning indicators of compromise
Subject RIV: IN - Informatics, Computer Science
Result website:
http://library.utia.cas.cz/separaty/2016/RO/somol-0463379.pdf
DOI: https://doi.org/10.1145/2996758.2996761
Permanent Link: http://hdl.handle.net/11104/0263127 - 6.0455622 - ÚTIA 2016 CA eng C - Conference Paper (international conference)
Létal, V. - Pevný, T. - Šmídl, Václav - Somol, Petr
Finding New Malicious Domains Using Variational Bayes on Large-Scale Computer Network Data.
NIPS Workshop: Advances in Approximate Bayesian Inference. Montréal, Canada: NIPS, 2015, s. 1-10.
[NIPS workshop: Advances in Approximate Bayesian Inference. Montreal (CA), 11.12.2015]
Grant - others:GA ČR(CZ) GA15-08916S
Institutional support: RVO:67985556
Keywords : variational bayes * malicious domain detection * large scale network
Subject RIV: BD - Theory of Information
Result website:
http://library.utia.cas.cz/separaty/2016/AS/smidl-0455622.pdf
Permanent Link: http://hdl.handle.net/11104/0257094 - 7.0447072 - ÚTIA 2016 RIV DE eng C - Conference Paper (international conference)
Filip, Jiří - Somol, Petr
Materials Classification using Sparse Gray-Scale Bidirectional Reflectance Measurements.
Computer Analysis of Images and Patterns - CAIP 2015. Vol. I. Switzerland: Springer International Publishing, 2015 - (Azzopardi, G.; Petkov, N.), s. 289-299. Lecture Notes in Computer Science, 9256. ISBN 978-3-319-23192-1. ISSN 0302-9743.
[16th International Conference on Computer Analysis of Images and Patterns. Valletta (MT), 02.09.2015-04.09.2015]
R&D Projects: GA ČR(CZ) GA14-02652S; GA ČR(CZ) GA14-10911S
Institutional support: RVO:67985556
Keywords : BRDF * material * classification * feature selection
Subject RIV: BD - Theory of Information
Result website:
http://library.utia.cas.cz/separaty/2015/RO/filip-0447072.pdf
DOI: https://doi.org/10.1007/978-3-319-23117-4_25
Permanent Link: http://hdl.handle.net/11104/0249084 - 8.0411320 - UTIA-B 20050049 RIV DE eng C - Conference Paper (international conference)
Pudil, Pavel - Somol, Petr
Current feature selection techniques in pattern recognition.
[Současné metody výběru příznaků v rozpoznávání obrazů.]
Heidelberg: Springer, 2005. Advances in Soft Computing. ISBN 3-540-25054-9. In: Proceedings of the 4th International Conference on Computer Recognition Systems. - (Kurzynski, M.; Puchala, E.; Wozniak, M.), s. 53-68
[CORES'05 /4./. Rydzyna (PL), 22.05.2005-25.05.2005]
R&D Projects: GA ČR GA402/03/1310; GA MŠMT 1M0572
Institutional research plan: CEZ:AV0Z10750506
Keywords : feature selection * statistical pattern recognition
Subject RIV: BD - Theory of Information
Permanent Link: http://hdl.handle.net/11104/0131403 - 9.0411290 - UTIA-B 20050018 RIV CZ eng C - Conference Paper (international conference)
Somol, Petr - Haindl, Michal
Novel path search algorithm for image stitching and advanced texture tiling.
[Nový algoritmus hledání cesty pro sešívání obrazů a pokročilé dlaždicování textur.]
Plzeň: Západočeská univerzita, 2005. ISBN 80-903100-7-9. In: WSCG'2005. 13th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision 2005. Proceedings. - (Skála, V.), s. 155-162
[WSCG 2005 /13./. Plzeň (CZ), 31.01.2005-04.02.2005]
R&D Projects: GA AV ČR(CZ) IAA2075302; GA MŠMT 1M0572
EU Projects: European Commission(XE) 507752 - MUSCLE
Grant - others:Commission EU(XE) IST-2001-34744
Institutional research plan: CEZ:AV0Z10750506
Keywords : path search * image stitching * image transfer
Subject RIV: BD - Theory of Information
Result website:
http://library.utia.cas.cz/separaty/historie/somol-novel path search algorithm for image stitching and advanced texture tiling.pdf
Permanent Link: http://hdl.handle.net/11104/0131373 - 10.0411134 - UTIA-B 20030121 RIV IT eng C - Conference Paper (international conference)
Grim, Jiří - Somol, Petr - Pudil, Pavel - Just, P.
Probabilistic neural network playing a simple game.
Florence: University of Florence, 2003. In: Artificial Neural Networks in Pattern Recognition. Proceedings. - (Marinai, S.; Gori, M.), s. 132-138
[IAPR TC3 Workshop 2003 /1./. Florence (IT), 12.09.2003-13.09.2003]
R&D Projects: GA ČR GA402/01/0981; GA ČR GA402/03/1310; GA AV ČR KSK1019101
Institutional research plan: CEZ:AV0Z1075907
Keywords : probabilistic neural networks * finite mixtures * EM algorithm
Subject RIV: BB - Applied Statistics, Operational Research
Permanent Link: http://hdl.handle.net/11104/0131221